What are the top challenges in implementing AI technologies at your company?If you have not yet adopted AI, why have you not adopted it? Brriers to AI Adoption nd Implementtion Despite rapid advancements in the systems, can hinder the scalability use vast amounts of potentially field, organizations still face challeng- and efficiency of AI implementations, sensitive training data. The risk of es with AI implementation. 61% of leading to increased complexity and data breaches, unauthorized access, organizations specified that infra- higher costs. or misuse of personal information structure, tooling, or out-of-the-box during the data collection, storage, solutions don’t meet their needs. 54% of organizations struggle with and processing stages can expose Insufficient tooling for tasks such insufficient budget. Finding a home organizations to legal liabilities and as data preparation, model training, on the balance sheet for new gener- reputational damage, particularly in and deployment, combined with the ative AI projects limits the pace of industries with stringent data protec- lack of standardized frameworks for adoption. 52% also have concerns tion regulations. For example, certain integrating generative AI into existing about data privacy. Fine-tuning can health and human service providers 22 23
